{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Demo: Extracting curve data from PDFs\n",
    "\n",
    "The notebook demonstrates how to extract `curve` objects from PDFs using `pdfplumber`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:47.791399Z",
     "iopub.status.busy": "2022-07-18T14:47:47.791036Z",
     "iopub.status.idle": "2022-07-18T14:47:47.843627Z",
     "shell.execute_reply": "2022-07-18T14:47:47.843245Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7.3\n"
     ]
    }
   ],
   "source": [
    "import pdfplumber\n",
    "print(pdfplumber.__version__)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load the PDF\n",
    "\n",
    "Here, we're using the USDA's \"[National Weekly Ag Energy Round-Up](https://www.ams.usda.gov/mnreports/lswagenergy.pdf)\", a weekly one-page report."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:47.861557Z",
     "iopub.status.busy": "2022-07-18T14:47:47.861408Z",
     "iopub.status.idle": "2022-07-18T14:47:47.867570Z",
     "shell.execute_reply": "2022-07-18T14:47:47.867282Z"
    }
   },
   "outputs": [],
   "source": [
    "report = pdfplumber.open(\"../pdfs/ag-energy-round-up-2017-02-24.pdf\").pages[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:47.869114Z",
     "iopub.status.busy": "2022-07-18T14:47:47.869002Z",
     "iopub.status.idle": "2022-07-18T14:47:48.098598Z",
     "shell.execute_reply": "2022-07-18T14:47:48.098319Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x1055650c0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im = report.to_image()\n",
    "im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Examine the `curve` objects\n",
    "\n",
    "`Page` objects have a `.curves` property, which contains a list of `curve` objects found on the page. This report contains 9 curves, three per chart:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:48.100515Z",
     "iopub.status.busy": "2022-07-18T14:47:48.100407Z",
     "iopub.status.idle": "2022-07-18T14:47:48.223351Z",
     "shell.execute_reply": "2022-07-18T14:47:48.223069Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(report.curves)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here's what the first `curve` object looks like:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:48.225026Z",
     "iopub.status.busy": "2022-07-18T14:47:48.224899Z",
     "iopub.status.idle": "2022-07-18T14:47:48.227523Z",
     "shell.execute_reply": "2022-07-18T14:47:48.227254Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'x0': 585.31,\n",
       " 'y0': 462.31,\n",
       " 'x1': 607.67,\n",
       " 'y1': 472.87,\n",
       " 'width': 22.360000000000014,\n",
       " 'height': 10.560000000000002,\n",
       " 'pts': [(585.31, 472.56),\n",
       "  (588.48, 468.84),\n",
       "  (591.72, 468.12),\n",
       "  (594.84, 462.31),\n",
       "  (598.08, 466.8),\n",
       "  (601.32, 472.87),\n",
       "  (604.44, 470.88),\n",
       "  (607.67, 469.44)],\n",
       " 'linewidth': 2.25,\n",
       " 'stroke': True,\n",
       " 'fill': False,\n",
       " 'evenodd': False,\n",
       " 'stroking_color': (1, 0, 0),\n",
       " 'non_stroking_color': 1,\n",
       " 'object_type': 'curve',\n",
       " 'page_number': 1,\n",
       " 'points': [(585.31, 139.44),\n",
       "  (588.48, 143.16000000000003),\n",
       "  (591.72, 143.88),\n",
       "  (594.84, 149.69),\n",
       "  (598.08, 145.2),\n",
       "  (601.32, 139.13),\n",
       "  (604.44, 141.12),\n",
       "  (607.67, 142.56)],\n",
       " 'top': 139.13,\n",
       " 'bottom': 149.69,\n",
       " 'doctop': 139.13}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "report.curves[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Display the curves\n",
    "\n",
    "We can get a quick sense of where the curves are by passing them to `PageImage.draw_lines`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:48.229012Z",
     "iopub.status.busy": "2022-07-18T14:47:48.228913Z",
     "iopub.status.idle": "2022-07-18T14:47:48.260458Z",
     "shell.execute_reply": "2022-07-18T14:47:48.260212Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x1055650c0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im.draw_lines(report.curves, stroke=\"green\", stroke_width=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can get a more better sense of the curves by cycling through a three-color palette:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:48.261945Z",
     "iopub.status.busy": "2022-07-18T14:47:48.261841Z",
     "iopub.status.idle": "2022-07-18T14:47:48.295861Z",
     "shell.execute_reply": "2022-07-18T14:47:48.295616Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x1055650c0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im.reset()\n",
    "colors = [ \"red\", \"blue\", \"green\" ]\n",
    "for i, curve in enumerate(report.curves):\n",
    "    stroke = colors[i%len(colors)]\n",
    "    im.draw_circles(curve[\"points\"], radius=3, stroke=stroke, fill=\"white\")\n",
    "    im.draw_line(curve[\"points\"], stroke=stroke, stroke_width=2)\n",
    "im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also use `pdfplumber` to identify the horizontal gridlines:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:48.297377Z",
     "iopub.status.busy": "2022-07-18T14:47:48.297276Z",
     "iopub.status.idle": "2022-07-18T14:47:48.328915Z",
     "shell.execute_reply": "2022-07-18T14:47:48.328677Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x1055650c0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gridlines =  [ x for x in report.lines\n",
    "    if x[\"width\"] > 10 and x[\"x0\"] > report.width / 2 ]\n",
    "\n",
    "im.reset().draw_lines(gridlines)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "---\n",
    "\n",
    "---"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
